Comparing Ranking-based and Naive Bayes Approaches to Language Detection on Tweets.
Pablo GamalloMarcos GarcíaSusana SoteloJosé Ramom Pichel CamposPublished in: TweetLID@SEPLN (2014)
Keyphrases
- naive bayes
- conditional independence assumption
- decision trees
- text classification
- probability estimation
- text categorization
- logistic regression
- classification accuracy
- attribute dependencies
- naive bayes classifier
- tree augmented naive bayes
- augmented naive bayes
- training data
- naive bayes classification
- text classifiers
- test instances
- natural language
- bayesian networks
- probability estimates
- uci data sets
- feature selection
- information gain
- cost sensitive
- information retrieval
- bayesian network classifiers
- naive bayesian classifier
- low variance
- probabilistic classifiers
- natural language processing
- information extraction